Corn grain and silage yield class prediction for zone delineation ...

Yield classes can be predicted from satellite imagery with 64 to 82% accuracy. Five vegetation indices, two soil indices, and elevation were important features.

The predicted yield class maps were used to delineate stability zone maps and compared against the zones delineated from yield monitor data. METHODS: Our ...

Corn grain and silage yield class prediction for zone delineation ...

Implemented in Google Colab, the HCGS model demonstrated exceptional performance, achieving a classification accuracy of 0.98. This indicates ...

Corn grain and silage yield class prediction for zone deline

Reliable stability zone delineation requires considering spatial variability from each year and temporal variability across at least three years.

Corn grain and silage yield class prediction for zone delineation ...

Semantic Scholar extracted view of "Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery" by S. Sunoj ...

Corn grain and silage yield class prediction for zone delineation ...

Article "Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery" Detailed information of the J-GLOBAL is ...

(PDF) Corn Grain Yield Prediction and Mapping from Unmanned ...

Therefore, we evaluated six vegetation indices (VI) from unmanned aerial system (Quantix™ Mapper) imagery for corn (Zea mays L.) yield ...

Corn Grain Yield Prediction and Mapping from Unmanned Aerial ...

Sidedress timing impacted the yield prediction model performance from imagery collected at R4. Predictions were most reliable when sidedressing took place at or ...

Maize grain and silage yield prediction of commercial fields using ...

Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery · Agricultural and Food Sciences, Environmental Science.

Corn Grain Yield Prediction Using UAV-Based High Spatiotemporal ...

... corn silage yield variability for management zone development. Agron. J ... Delineation of management zones with spatial data fusion and belief theory.

Journal Articles - Nutrient Management Spear Program

Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery. ... Impact of headland area on whole field and farm ...

Sunoj Shajahan | The Grainger College of Engineering | Illinois

Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery. Agricultural Systems, 218, 104009. Sunoj, S ...

Combining Spatial and Temporal Corn Silage Yield Variability for ...

yield for delineating yield response zones. Precis. Agric. 5:435–444 ... agement, predict grain yield and estimate economic return of maize.

Corn Grain Yield Prediction and Mapping from Unmanned Aerial ...

Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery. S. Sunoj, Benjamin Polson, Isha Vaish, Manuel ...

Combining Spatial and Temporal Corn Silage Yield Variability for ...

Abstract · Corn silage yield monitors collect relevant yield data for dairy farmers. · Management zones can be developed from yield stability maps ...

Northern New York Agricultural Development Program 2022 Project ...

The average yield and area of corn grain and silage for six fields that were part ... These results show the potential of expanding the yield class prediction ...

Maize grain and silage yield prediction of commercial fields ... - OUCI

Corn grain and silage yield class prediction for zone delineation using high-resolution satellite imagery. S. Sunoj, Benjamin Polson, Isha Vaish, Manuel ...

Spatial estimation methods for mapping corn silage and grain yield ...

Researchers often use a rasterized yield map based on yield monitor data as a base layer in delineating zones for better field and resource management (Basso et ...

Yield Monitor Data Cleaning is Essential for Accurate Corn Grain ...

Yield Monitor Data Cleaning is Essential for Accurate Corn Grain and Silage Yield Determination. T P Kharel 1. ,. S N Swink 1. ,. A Maresma 1.

Corn Silage vs. Grain | CattleToday.com

For example, if you expect a grain yield of 50 bushels per acre, you will get about 10 tons/acre of 30% dry matter silage (3 tons/acre dry ...